متابعة
Carlos Guestrin
Carlos Guestrin
Professor, Stanford University
بريد إلكتروني تم التحقق منه على stanford.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Xgboost: A scalable tree boosting system‏
T Chen, C Guestrin‏
Proceedings of the 22nd acm sigkdd international conference on knowledge …, 2016‏
520442016
" Why should i trust you?" Explaining the predictions of any classifier‏
MT Ribeiro, S Singh, C Guestrin‏
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016‏
221442016
Cost-effective outbreak detection in networks‏
J Leskovec, A Krause, C Guestrin, C Faloutsos, J VanBriesen, N Glance‏
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007‏
32332007
Anchors: High-precision model-agnostic explanations‏
MT Ribeiro, S Singh, C Guestrin‏
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018‏
27062018
{PowerGraph}: Distributed {Graph-Parallel} computation on natural graphs‏
JE Gonzalez, Y Low, H Gu, D Bickson, C Guestrin‏
10th USENIX symposium on operating systems design and implementation (OSDI …, 2012‏
25582012
Distributed graphlab: A framework for machine learning in the cloud‏
Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein‏
arXiv preprint arXiv:1204.6078, 2012‏
25092012
Stanford alpaca: An instruction-following llama model‏
R Taori, I Gulrajani, T Zhang, Y Dubois, X Li, C Guestrin, P Liang, ...‏
24062023
{TVM}: An automated {End-to-End} optimizing compiler for deep learning‏
T Chen, T Moreau, Z Jiang, L Zheng, E Yan, H Shen, M Cowan, L Wang, ...‏
13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018‏
21102018
Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies.‏
A Krause, A Singh, C Guestrin‏
Journal of Machine Learning Research 9 (2), 2008‏
20692008
Max-margin Markov networks‏
B Taskar, C Guestrin, D Koller‏
Advances in neural information processing systems 16, 2003‏
18202003
Model-driven data acquisition in sensor networks‏
A Deshpande, C Guestrin, SR Madden, JM Hellerstein, W Hong‏
Proceedings of the Thirtieth international conference on Very large data …, 2004‏
16102004
{GraphChi}:{Large-Scale} graph computation on just a {PC}‏
A Kyrola, G Blelloch, C Guestrin‏
10th USENIX symposium on operating systems design and implementation (OSDI …, 2012‏
15322012
Model-agnostic interpretability of machine learning‏
MT Ribeiro, S Singh, C Guestrin‏
arXiv preprint arXiv:1606.05386, 2016‏
13272016
Beyond accuracy: Behavioral testing of NLP models with CheckList‏
MT Ribeiro, T Wu, C Guestrin, S Singh‏
arXiv preprint arXiv:2005.04118, 2020‏
11722020
Stochastic gradient hamiltonian monte carlo‏
T Chen, E Fox, C Guestrin‏
International conference on machine learning, 1683-1691, 2014‏
11662014
Graphlab: A new framework for parallel machine learning‏
Y Low, JE Gonzalez, A Kyrola, D Bickson, CE Guestrin, J Hellerstein‏
arXiv preprint arXiv:1408.2041, 2014‏
11252014
Training deep nets with sublinear memory cost‏
T Chen, B Xu, C Zhang, C Guestrin‏
arXiv preprint arXiv:1604.06174, 2016‏
11222016
Proceedings of the 22nd acm sigkdd international conference on knowledge discovery and data mining‏
T Chen, C Guestrin‏
ACM, 2016‏
11192016
The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms‏
A Ostfeld, JG Uber, E Salomons, JW Berry, WE Hart, CA Phillips, ...‏
Journal of water resources planning and management 134 (6), 556-568, 2008‏
7112008
Efficient solution algorithms for factored MDPs‏
C Guestrin, D Koller, R Parr, S Venkataraman‏
Journal of Artificial Intelligence Research 19, 399-468, 2003‏
7082003
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20